Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration Paper ⢠2509.14760 ⢠Published Sep 18 ⢠53
Code2Logic: Game-Code-Driven Data Synthesis for Enhancing VLMs General Reasoning Paper ⢠2505.13886 ⢠Published May 20 ⢠6
Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Paper ⢠2405.06680 ⢠Published May 5, 2024 ⢠1
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers Paper ⢠2506.23918 ⢠Published Jun 30 ⢠89
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models Paper ⢠2505.14810 ⢠Published May 20 ⢠62
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning Paper ⢠2505.08617 ⢠Published May 13 ⢠41
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper ⢠2503.21614 ⢠Published Mar 27 ⢠42
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration Paper ⢠2503.12821 ⢠Published Mar 17 ⢠9
Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts Paper ⢠2503.05447 ⢠Published Mar 7 ⢠8
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Paper ⢠2501.12895 ⢠Published Jan 22 ⢠61
LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training Paper ⢠2411.15708 ⢠Published Nov 24, 2024
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Paper ⢠2501.12895 ⢠Published Jan 22 ⢠61
NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models Paper ⢠2410.11805 ⢠Published Oct 15, 2024 ⢠14
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM Paper ⢠2408.12076 ⢠Published Aug 22, 2024 ⢠12
Timo: Towards Better Temporal Reasoning for Language Models Paper ⢠2406.14192 ⢠Published Jun 20, 2024 ⢠1
Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark Paper ⢠2405.08355 ⢠Published May 14, 2024
CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling Paper ⢠2409.19291 ⢠Published Sep 28, 2024 ⢠21
Mirror: A Universal Framework for Various Information Extraction Tasks Paper ⢠2311.05419 ⢠Published Nov 9, 2023